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investigacao [2018/11/20 10:00]
lmatias [Complete Publication List]
investigacao [2019/02/26 16:06] (current)
lmatias [Complete Publication List]
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 {{:​iconmicroscope.jpg?​110x115 }} {{:​iconmicroscope.jpg?​110x115 }}
  
-===== Selected Publications ===== +===== Selected Publications ​and Patents ​===== 
- +  * Patent Granted at US Office ​[[https://patentimages.storage.googleapis.com/ac/5f/71/46b39f8f02cbbe/US20180096606A1.pdfUS20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/2019
-  *   Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]In: [[http://www.sciencedirect.com/science/journal/09574174|Expert Systems with Applications]],  vol. 82, pp. 301-316, October ​(2017{{:​2017eswa_topologicalvar_florin.pdf|PDF}}+
  
 +  * Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}
  
   *   ​**Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for   *   ​**Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for
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 **2018**: ​ **2018**: ​
  
-[1] Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​document/8529287/authors#​authors|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] antecipated (2018) ​+[1] Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/document/8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] antecipated (2018) ​ 
 + 
 +to be presented at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]].
  
-[2] ** Moreira-Matias,​ L.**, Gama, J., Monreal, ​J., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}}+[2] ** Moreira-Matias,​ L.**, Gama, J., Monreal, ​C., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}}
  
 [3] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"​ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]."​ [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems Magazine]] 10.3 (2018): 205-205. {{ ::​2018_its_magazine_tab.pdf |PDF}} [3] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"​ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]."​ [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems Magazine]] 10.3 (2018): 205-205. {{ ::​2018_its_magazine_tab.pdf |PDF}}
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 [6] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://​ieeexplore.ieee.org/​document/​8430579?​arnumber=8430579&​source=authoralert|"​On Learning from Inaccurate and Incomplete Traffic Flow Data"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] ​ vol. 19, no. 11, pp. 3698-3708, November (2018) {{ ::​2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}} [6] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://​ieeexplore.ieee.org/​document/​8430579?​arnumber=8430579&​source=authoralert|"​On Learning from Inaccurate and Incomplete Traffic Flow Data"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] ​ vol. 19, no. 11, pp. 3698-3708, November (2018) {{ ::​2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}}
  
-[7] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: "​MetaBags:​ Bagged Meta-Decision Trees for Regression"​. ​[[https://arxiv.org/abs/1804.06207|arXiv:1804.06207]] (April, 2018) - accepted to be presented at [[http://​www.ecmlpkdd2018.org/​|European Conference ​of Machine Learning and Knowledge Discovery in DatabasesECML PKDD 2018]]DublinIreland (research track) ​(**acceptance rate: 25.09%**) {{ ::2018_metabags.pdf |PDF}}+[7] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://link.springer.com/chapter/10.1007/​978-3-030-10925-7_39|"​MetaBagsBagged Meta-Decision Trees for Regression"​]]. InJoint European Conference ​on Machine Learning and Knowledge Discovery in Databases ​(ECML/PKDD)pp. 637-652. SpringerCham, 2018. (**acceptance rate: 25.09%**) {{ ::ecml_pkdd_2018_proceedings.pdf |PDF}}
  
 [8] He X., **Moreira-Matias L.**: "​Robust Continuous Co-Clustering"​. [[https://​arxiv.org/​abs/​1802.05036|arXiv:​1802.05036]] (February, 2018) -  [8] He X., **Moreira-Matias L.**: "​Robust Continuous Co-Clustering"​. [[https://​arxiv.org/​abs/​1802.05036|arXiv:​1802.05036]] (February, 2018) - 
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   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]
   * 2017 [[https://​portal.uspto.gov/​pair/​PublicPair | US 2017-0270413 A1 - REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]   * 2017 [[https://​portal.uspto.gov/​pair/​PublicPair | US 2017-0270413 A1 - REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]
 +  * 2017 [[https://​patentimages.storage.googleapis.com/​1e/​22/​f8/​bb1ea64d2f2229/​EP3151174A1.pdf|EP3151174 (A1) PUBLIC TRANSPORTATION SYSTEM AND METHOD FOR ESTABLISHING AND DEPLOYING SCHEDULES IN SUCH SYSTEM]]
   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -
  ​METHOD FOR MANAGING COMPUTATIONAL RESOURCES OF A DATA CENTER]]  ​METHOD FOR MANAGING COMPUTATIONAL RESOURCES OF A DATA CENTER]]
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 (**GRANTED**)
 +METHOD TO CONTROL VEHICLE FLEETS TO DELIVER ON-DEMAND TRANSPORTATION SERVICES]] ​
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​3b/​dc/​28/​26b2e9c50571a7/​US20180233035A1.pdf|US20180233035 (A1) - METHOD AND FILTER FOR FLOATING CAR DATA SOURCES]]
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]
  
 ===== Ms.C. Supervisions ===== ===== Ms.C. Supervisions =====
investigacao.1542708003.txt.gz · Last modified: 2018/11/20 10:00 by lmatias